Every major coding suite has bolted on AI: suggested codes, document summaries, chat with your own corpus, and auto-clustered interview highlights for product teams. It is an excellent first pass over fifty transcripts and will surface themes you missed. A thematic analysis your committee signs off on still means reading them.
the tools that earn the verdict — no pay-to-win